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Practical issues such as model/plant mismatch, constraints, and actuator/measurement failure tolerance are addressed rigorously in the GIC framework.
2, we introduce the smart grid optimization problem in terms of separable distributed generation costs, power flow and power mismatch constraints, and generation and nodal voltage limits.
The consensus protocol is then combined with a fully distributed primal dual optimization utilizing an augmented Lagrange function to ensure convergence to a feasible solution with respect to power flow and power mismatch constraints.
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To convert the centralised method of Sect. 3 to a distributed form the inseparable power mismatch constraint, ({varvec{h}}(x)), is calculated through the asynchronous consensus protocol of algorithm 1.
Because the spanning set method requires at least (K + 2) generating elements [or (K + 1) for the exact and one-mismatch constraints], it can be used to detect only a limited number of mismatches relative to read length L, which limits the total number of elements N. Spanning set elements are non-overlapping in all three shifts when L = 10 (mod 12), so N≤⌊ L + 2)/12⌋.
Model-plant mismatch, actuator constraints and sporadic sensor data can potentially drive the process far from the true optimum.
In this work, we consider the integration of RTO with MPC in the presence of plant-model mismatch and constraints, by focusing on the design of the SSTO problem.
A Lyapunov-based nonlinear controller design approach that accounts explicitly and simultaneously for process nonlinearities, plant-model mismatch, and input constraints, is proposed.
This paper investigates the application of stochastic nonlinear model predictive control (NMPC) to a thin film deposition process in the presence of model-plant mismatch while ensuring constraints at a specific probability limit.
In contrast to relaxing the number of mismatches, relaxing the constraints of order and strandedness within blocks alone has only a weak impact on block size distribution, suggesting that insertions/deletions and long-range transposition events are much more common than inversion and short-range transposition events.
We evaluate phonon confinement as a function of structure size and intentional material mismatch, relating the accompanying constraints in electronic properties to the requirements of hot carrier absorbers.
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